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Passage Retrieval

Passage retrieval is a specialized type of IR application that retrieves relevant passages (or pieces of text) rather than an entire ranked set of documents.

Papers

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Showing 101–150 of 268 papers

TitleStatusHype
Passage Retrieval of Polish Texts Using OKAPI BM25 and an Ensemble of Cross EncodersCode0
Collective Relevance Labeling for Passage RetrievalCode0
Passage-specific Prompt Tuning for Passage Reranking in Question Answering with Large Language ModelsCode0
Pre-Training Multi-Modal Dense Retrievers for Outside-Knowledge Visual Question AnsweringCode0
Expansion via Prediction of Importance with ContextualizationCode0
Query Performance Prediction for Neural IR: Are We There Yet?Code0
A Comparison of Question Rewriting Methods for Conversational Passage RetrievalCode0
ANTIQUE: A Non-Factoid Question Answering BenchmarkCode0
Context-Aware Sentence/Passage Term Importance Estimation For First Stage RetrievalCode0
Whispers in Grammars: Injecting Covert Backdoors to Compromise Dense Retrieval SystemsCode0
RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question AnsweringCode0
RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-rankingCode0
GenKI: Enhancing Open-Domain Question Answering with Knowledge Integration and Controllable Generation in Large Language ModelsCode0
Grounding Fallacies Misrepresenting Scientific Publications in EvidenceCode0
SimLM: Pre-training with Representation Bottleneck for Dense Passage RetrievalCode0
Slot Filling for Biomedical Information ExtractionCode0
GYM at Qur’an QA 2023 Shared Task: Multi-Task Transfer Learning for Quranic Passage Retrieval and Question Answering with Large Language ModelsCode0
Societal Biases in Retrieved Contents: Measurement Framework and Adversarial Mitigation for BERT RankersCode0
How Different are Pre-trained Transformers for Text Ranking?Code0
SPLADE-v3: New baselines for SPLADECode0
Boot and Switch: Alternating Distillation for Zero-Shot Dense RetrievalCode0
How to Train Your DRAGON: Diverse Augmentation Towards Generalizable Dense RetrievalCode0
Hybrid and Collaborative Passage RerankingCode0
Top K Relevant Passage Retrieval for Biomedical Question AnsweringCode0
Towards Filling the Gap in Conversational Search: From Passage Retrieval to Conversational Response GenerationCode0
Combining Lexical and Dense Retrieval for Computationally Efficient Multi-hop Question AnsweringCode0
CAPSTONE: Curriculum Sampling for Dense Retrieval with Document ExpansionCode0
Unsupervised Context Aware Sentence Representation Pretraining for Multi-lingual Dense RetrievalCode0
VerbCL: A Dataset of Verbatim Quotes for Highlight Extraction in Case LawCode0
WatClaimCheck: A new Dataset for Claim Entailment and InferenceCode0
Self-Bootstrapped Visual-Language Model for Knowledge Selection and Question AnsweringCode0
Improving the Robustness of Dense Retrievers Against Typos via Multi-Positive Contrastive LearningCode0
Zero-shot Query Contextualization for Conversational SearchCode0
Zero-shot Event Causality Identification with Question Answering—0
Zero-shot Neural Passage Retrieval via Domain-targeted Synthetic Question Generation—0
Slot Filling for Biomedical Information Extraction—0
Adaptive Query Rewriting: Aligning Rewriters through Marginal Probability of Conversational Answers—0
A Deep Metric Learning Method for Biomedical Passage Retrieval—0
A Multi-level Distillation based Dense Passage Retrieval Model—0
A Multimodal Dense Retrieval Approach for Speech-Based Open-Domain Question Answering—0
An Experimental Study on Pretraining Transformers from Scratch for IR—0
Mixed-initiative Query Rewriting in Conversational Passage Retrieval—0
Answering Ambiguous Questions with a Database of Questions, Answers, and Revisions—0
A Sensitivity Analysis of the MSMARCO Passage Collection—0
Assessing the Benefits of Model Ensembles in Neural Re-Ranking for Passage Retrieval—0
Assessing the performance of Olelo, a real-time biomedical question answering application—0
A Thousand Words Are Worth More Than a Picture: Natural Language-Centric Outside-Knowledge Visual Question Answering—0
Augmenting Pre-trained Language Models with QA-Memory for Open-Domain Question Answering—0
Automated Historical Fact-Checking by Passage Retrieval, Word Statistics, and Virtual Question-Answering—0
Batched Self-Consistency Improves LLM Relevance Assessment and Ranking—0
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